Hey, I'm

Atulya Deep

ML Enthusiast

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About Me

All About Me

Qualification

B.Tech in AI

Completed

10+ projects

Certifications

11+ certificates See More

Certifications

  • Introduction to TensorFlow for AI, ML and DL

  • Natural Language Processing

  • Data Science Methodology(IBM)

  • AWS Academy Cloud Foundations

  • AWS Academy Machine Learning

  • SQL for Data Science

Hello there! I am an enthusiastic artificial intelligence student seeking to deliver state-of-the-art AI solutions for the world. Experience includes using algorithms and Neural network models for my own personal projects and research paper . Relevant skills include Machine Learning, Data Structures, and Computer Vision.

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My abilities

My Skill Set

AI/ ML

Python

Intermediate

OpenCv

Intermediate

Machine Learning

Intermediate

Reinforcement Learing

Intermediate

Tensorflow

Basic

Deep Learning

Intermediate

Publications

Investigate How Market Behaves: Toward an Explanatory Multitasking Based Analytical Model for Financial Investments
Publisher: IEEE
Publication Date: February 26, 2024
Summary: This study introduces a multitasking sequence-to-sequence model that combines financial investment analysis with sentiment and emotion analysis from tweets, supported by an explanation mechanism. The proposed Emotion-Sentiment Attention Network (ESAN) achieved significant accuracy improvements over conventional methods, highlighting the influence of social media on financial market behaviors and investment strategies.

"Find the Table": A Contrastive Learning-based Approach with Faster RCNN for Establishing Tabular Entity Relationships
Publisher: IEEE
Publication Date: August 2, 2023
Summary: Focused on the challenges of extracting actionable insights from financial statements, this paper presents a contrastive learning approach using Faster RCNN to improve the accuracy and efficiency of tabular data interpretation in the financial industry.

Experience

Internships

Research AI Intern

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Research AI Intern

IIT Patna, Oct 2022 - Jan 2023

  • Published a paper on "Find the Table : A Contrastive Learning-based Approach with Faster RCNN for Establishing Tabular Entity Relationships" in IEEE Xplore.

  • The model uses Faster RCNN for object detection and Contrastive Learning for learning the relationships between the Tabular Entity.

  • It achieved an F1 score of 93% for table detection and 74% for identifying and establishing the relationships among the different tabular elements under an IOU value of 0.6

GCC intern

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Global Command Centre Intern

AB-inbev,Bangalore
(on going)

  • Process Mining Intern

  • My internship focuses on three critical business processes: Procure-to-Pay (P2P), Order-to-Cash (O2C), and logistics.

  • In this role, I apply Celonis process mining technology to identify bottlenecks, predict process deviations, and provide actionable insights that drive operational excellence. My work helps AB InBev reduce complexity and increase transparency across these vital processes.

ML Intern

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ML intern

IIT patna, 2023

  • The internship provided me with a remarkable opportunity to delve deep into the realm of Natural Language Processing and explore my passion for this dynamic field.

Web Dev Intern

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Web Dev Intern

SHPC Pvt Ltd.,Mumbai, June-August 2021

  • Worked as intern on Web Development part of the company as a full stack developer

  • -.NET Framework
    -SQL database
    -HTML/CSS

My Portfolio

Recent Works

All ML/DL Web Dev Extra

Find the Table : A Contrastive Learning-based Approach

Demo

Neuro Genetic Disorder Prediction

Demo

Navigation-System RL

Demo

Furniture Detection

Demo

Attendance-system-using-Facial-Recognition

Demo

Real-time-traffic-sign-detection

Demo
Volunteering

Position of Responsibility

Coastrack

Founder and Leader
(2022 - till date)

AI ROBO LAB

Domain lead
(2022-till date)

Get in touch

Contact Me

Talk to me

Email

atulya.deep@gmail.com Mail me

Whatsapp

9816622382 Text me

Instagram

atulya_deep Ping me

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